A Causal Lens for Peeking into Black Box Predictive Models: Predictive Model Interpretation via Causal Attribution

Aria Khademi, Vasant Honavar

With the increasing adoption of predictive models trained using machine learning across a wide range of high-stakes applications, e.g., health care, security, criminal justice, fin…